ABA MARKET RESEARCH LTD.
1 Intoduction
This report is one of 493,845 that I will make, and one of 104,070,413 that could be made.
I “toke” the 1.4 TB Linked-In data that was breached in 2020, and turned it into some insights to power my job HUNT.
The insights I could share in this report, that are also related to my goals, are:
- Industry base recruitment trend.
- Company base workforce timeline.
- Current/part workforce info:
- Basic info: Name, job title, status, social link. I could add geo-location for some that have the data, but it would look creepy.
- Their work period.
- Their experiences.
2 About me
Salutations; I’m Joseph, a self-taught data analyst, engineer, and scraper.
Despite life’s challenges, my goal remains a remote job, either full or part-time, and having friends to tackle the challenges of this changing world with.
To show my skills and dedication, I made a project that yielded this tailored report.
3 About the project
3.1 How this project comes to life?
First time I searched for a remote job I scraped contact info from Google map, then switch to LinkedIn… But I could never contact anyone on a “personal level”; So, I remembered the existance of a 2020 LinkedIn data leak and decided to give it a try.
The tools I used are: Python, Polars, and DuckDB
3.2 The process
The process was done in my local machine, and it was as followed.

4 General graphs
4.1 market research indestry’s yearly new recruit count
4.2 aba market research ltd.’s workforce status over the years
5 Workforce sample
5.1 Annie Young
Job title: Senior research executive
Associated: True
Socials: https://linkedin.com/in/annie-young-7aa0a253
5.1.1 Annie Young’s working period at aba market research ltd.
5.1.2 Gantt plot of Annie Young’s experience
5.2 Bev Ferey
Job title: ****
Associated: True
Socials: https://linkedin.com/in/bev-ferey-73299388
5.2.1 Bev Ferey’s working period at aba market research ltd.
5.2.2 Gantt plot of Bev Ferey’s experience
5.3 Charley Jackson
Job title: Research manager
Associated: True
Socials: https://facebook.com/charleyljackson | https://linkedin.com/in/charley-jackson-92596938
5.3.1 Charley Jackson’s working period at aba market research ltd.
5.3.2 Gantt plot of Charley Jackson’s experience
5.4 Chelsea Gray
Job title: Junior graphic designer
Associated: True
Socials: https://linkedin.com/in/chelsea-gray | https://twitter.com/cgraydesigns
5.4.1 Chelsea Gray’s working period at aba market research ltd.
5.4.2 Gantt plot of Chelsea Gray’s experience
5.5 Cheryl Anderson
Job title: Associate director
Associated: False
Socials: https://linkedin.com/in/cheryl-anderson-37479a16 | https://facebook.com/cheryl.anderson.58152 | https://linkedin.com/in/dr-cheryl-anderson-37479a16
5.5.1 Cheryl Anderson’s working period at aba market research ltd.
5.5.2 Gantt plot of Cheryl Anderson’s experience
5.6 Daisy Turner
Job title: Marketing manager
Associated: True
Socials: https://linkedin.com/in/daisy-turner-2084603a
5.6.1 Daisy Turner’s working period at aba market research ltd.
5.6.2 Gantt plot of Daisy Turner’s experience
5.7 Daisy-May Parsons
Job title: Market research
Associated: False
Socials: https://linkedin.com/in/daisymayparsons | https://facebook.com/daisymay.parsons
5.7.1 Daisy-May Parsons’s working period at aba market research ltd.
5.7.2 Gantt plot of Daisy-May Parsons’s experience
5.8 Danielle Corwin
Job title: Senior research executive
Associated: True
Socials: https://linkedin.com/in/danielle-corwin-05b4451a
5.8.1 Danielle Corwin’s working period at aba market research ltd.
5.8.2 Gantt plot of Danielle Corwin’s experience
5.9 Dean Murley
Job title: Associate director
Associated: False
Socials: https://linkedin.com/in/deanmurley | https://twitter.com/tweetingtiger
5.9.1 Dean Murley’s working period at aba market research ltd.
5.9.2 Gantt plot of Dean Murley’s experience
5.10 Emily Spillett
Job title: Associate director
Associated: True
Socials: https://linkedin.com/in/emily-spillett-9b081036
5.10.1 Emily Spillett’s working period at aba market research ltd.
5.10.2 Gantt plot of Emily Spillett’s experience
5.11 Fenna Maynard
Job title: Intern
Associated: False
Socials: https://linkedin.com/in/fenna-maynard-09079baa
5.11.1 Fenna Maynard’s working period at aba market research ltd.
5.11.2 Gantt plot of Fenna Maynard’s experience
5.12 Jade Annan
Job title: Research manager
Associated: True
Socials: https://linkedin.com/in/jade-annan-636aa838
5.12.1 Jade Annan’s working period at aba market research ltd.
5.12.2 Gantt plot of Jade Annan’s experience
5.13 Joanna Jones
Job title: Project manager
Associated: False
Socials: https://linkedin.com/in/joannajoneslondon
5.13.1 Joanna Jones’s working period at aba market research ltd.
5.13.2 Gantt plot of Joanna Jones’s experience
5.14 Joanna Rogers
Job title: Senior research executive
Associated: True
Socials: https://linkedin.com/in/joanna-crane-7a974947
5.14.1 Joanna Rogers’s working period at aba market research ltd.
5.14.2 Gantt plot of Joanna Rogers’s experience
5.15 Karen Heapy
Job title: Head of facilities
Associated: True
Socials: https://linkedin.com/in/karen-heapy-9a372623
5.15.1 Karen Heapy’s working period at aba market research ltd.
5.15.2 Gantt plot of Karen Heapy’s experience
5.16 Kateryna Butko
Job title: ****
Associated: True
Socials: https://linkedin.com/in/kateryna-butko-130a144b
5.16.1 Kateryna Butko’s working period at aba market research ltd.
5.16.2 Gantt plot of Kateryna Butko’s experience
5.17 Laura Kelly
Job title: Senior proposals manager
Associated: True
Socials: https://linkedin.com/in/laura-kelly-89096a8a | https://linkedin.com/in/laura-kelly
5.17.1 Laura Kelly’s working period at aba market research ltd.
5.17.2 Gantt plot of Laura Kelly’s experience
5.18 Laura Robinson
Job title: Research director
Associated: True
Socials: https://linkedin.com/in/laura-robinson-63184340 | https://facebook.com/625744 | https://twitter.com/abaresearch
5.18.1 Laura Robinson’s working period at aba market research ltd.
5.18.2 Gantt plot of Laura Robinson’s experience
5.19 Lucy Assaker
Job title: Human resources administrator
Associated: False
Socials: https://linkedin.com/in/lucy-assaker-4bb47683
5.19.1 Lucy Assaker’s working period at aba market research ltd.
5.19.2 Gantt plot of Lucy Assaker’s experience
5.20 Matthew Goddard
Job title: Research executive
Associated: True
Socials: https://linkedin.com/in/matthewgoddard25
5.20.1 Matthew Goddard’s working period at aba market research ltd.
5.20.2 Gantt plot of Matthew Goddard’s experience
5.21 Nick Bonney
Job title: Managing director
Associated: False
Socials: https://linkedin.com/in/nickbonney | https://linkedin.com/in/nick-bonney-5165b2 | https://twitter.com/tweetdeepblue
5.21.1 Nick Bonney’s working period at aba market research ltd.
5.21.2 Gantt plot of Nick Bonney’s experience
5.22 Roopa Patel
Job title: Project executive
Associated: True
Socials: https://linkedin.com/in/roopa-patel-41b8ab38
5.22.1 Roopa Patel’s working period at aba market research ltd.
5.22.2 Gantt plot of Roopa Patel’s experience
5.23 Simone Thomson
Job title: Im consultant
Associated: False
Socials: https://linkedin.com/in/simone-thomson-6632138
5.23.1 Simone Thomson’s working period at aba market research ltd.
5.23.2 Gantt plot of Simone Thomson’s experience
5.24 Sophie Graystone
Job title: Head of data services
Associated: True
Socials: https://linkedin.com/in/sophie-graystone-6a96b112
5.24.1 Sophie Graystone’s working period at aba market research ltd.
5.24.2 Gantt plot of Sophie Graystone’s experience
5.25 Steph Barker
Job title: Assistant accountant
Associated: True
Socials: https://linkedin.com/in/stephanie-barker-93850617
5.25.1 Steph Barker’s working period at aba market research ltd.
5.25.2 Gantt plot of Steph Barker’s experience
5.26 Tanzia Nasrin
Job title: Comment coder
Associated: True
Socials: https://linkedin.com/in/tanzia-nasrin-4b4a4876
5.26.1 Tanzia Nasrin’s working period at aba market research ltd.
5.26.2 Gantt plot of Tanzia Nasrin’s experience
5.27 Vix Dimmock
Job title: Fieldwork manager
Associated: False
Socials: https://linkedin.com/in/boughtobeauty
5.27.1 Vix Dimmock’s working period at aba market research ltd.
5.27.2 Gantt plot of Vix Dimmock’s experience
5.28 Will Norris
Job title: Content creator
Associated: False
Socials: https://linkedin.com/in/will-norris-73480b100 | https://linkedin.com/in/will-norris | https://linkedin.com/in/william-norris-73480b100